{"product_id":"ai-agents-for-scientific-discovery-alice-schwartz-9798188412951","title":"AI Agents for Scientific Discovery: A Code-First Python Guide to Autonomous Research Pipelines","description":"\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003cp\u003e\u003cb\u003eAccelerate scientific workflows by engineering autonomous AI agents with Python.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eAI Agents for Scientific Discovery\u003c\/i\u003e provides a hands-on, code-first framework for building software systems capable of designing experiments, analyzing data, and coordinating complex research tasks. As laboratory datasets scale and computational methods advance, multi-agent systems offer a structured way to automate routine technical pipelines and accelerate data exploration.\u003c\/p\u003e\u003cp\u003eThis book guides developers, data scientists, and computational researchers through the architecture and implementation of agentic workflows. Step-by-step code examples demonstrate how to construct modular agents, integrate domain-specific tools, and manage autonomous execution loops cleanly and reliably.\u003c\/p\u003eWhat You Will Learn\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eAgent Architecture: \u003c\/b\u003e Design modular Python systems tailored for scientific reasoning and data handling.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003ePipeline Automation: \u003c\/b\u003e Construct execution loops that manage input parsing, execution, and validation.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eMulti-Agent Coordination: \u003c\/b\u003e Organize specialized agents to divide, execute, and cross-check complex research tasks.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eTool Integration: \u003c\/b\u003e Connect LLM-driven logic with external Python libraries, APIs, and scientific databases.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eSystem Reliability: \u003c\/b\u003e Implement structured fallback mechanisms, error handling, and state management for autonomous workflows.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003eAudience\u003cp\u003eDesigned for Python developers, software engineers, data scientists, and technical researchers looking to implement autonomous agent systems in scientific and technical environments. Familiarity with intermediate Python and basic machine learning concepts is recommended.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Alice Schwartz,Livia Arden\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798188412951\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/21\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 634\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.66lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 1.57d","brand":"Alice Schwartz","offers":[{"title":"Paperback","offer_id":50665948348671,"sku":"9798188412951","price":41.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/ai-agents-for-scientific-discovery-alice-schwartz-9798188412951","provider":"WR Book House","version":"1.0","type":"link"}